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33 #define MAX_THREADS 32
87 #define OFFSET(x) offsetof(FFTdnoizContext, x)
88 #define FLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM
89 #define TFLAGS AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM|AV_OPT_FLAG_RUNTIME_PARAM
91 {
"sigma",
"set denoise strength",
93 {
"amount",
"set amount of denoising",
95 {
"block",
"set block size",
97 {
"overlap",
"set block overlap",
99 {
"method",
"set method of denoising",
101 {
"wiener",
"wiener method",
103 {
"hard",
"hard thresholding",
105 {
"prev",
"set number of previous frames for temporal denoising",
107 {
"next",
"set number of next frames for temporal denoising",
109 {
"planes",
"set planes to filter",
151 for (
int j = 0; j < rw; j++) {
152 const int i =
abs(j + off);
160 for (
int j = 0; j < rw; j++)
167 uint16_t *
src = (uint16_t *)srcp;
169 for (
int j = 0; j < rw; j++) {
170 const int i =
abs(j + off);
178 uint16_t *
dst = (uint16_t *)dstp;
180 for (
int j = 0; j < rw; j++)
194 s->depth =
desc->comp[0].depth;
205 s->planes[0].planewidth =
s->planes[3].planewidth =
inlink->w;
207 s->planes[0].planeheight =
s->planes[3].planeheight =
inlink->h;
212 for (
int i = 0;
i <
s->nb_threads;
i++) {
213 float scale = 1.f, iscale = 1.f;
217 0,
s->block_size, &
scale, 0)) < 0 ||
219 1,
s->block_size, &iscale, 0)) < 0 ||
221 0, 1 +
s->nb_prev +
s->nb_next, &
scale, 0)) < 0 ||
223 1, 1 +
s->nb_prev +
s->nb_next, &iscale, 0)) < 0)
227 for (
i = 0;
i <
s->nb_planes;
i++) {
231 p->
b =
s->block_size;
232 p->
n = 1.f / (p->
b * p->
b);
242 for (
int j = 0; j <
s->nb_threads; j++) {
250 if (
s->nb_prev > 0) {
255 if (
s->nb_next > 0) {
268 for (
int y = 0; y <
s->block_size; y++) {
269 for (
int x = 0; x <
s->block_size; x++)
270 s->win[y][x] = lut[y] * lut[x];
277 uint8_t *srcp,
int src_linesize,
278 float *
buffer,
int buffer_linesize,
int plane,
279 int jobnr,
int y,
int x)
285 const int overlap = p->
o;
286 const int hoverlap = overlap / 2;
288 const int bpp = (
s->depth + 7) / 8;
290 const float scale = 1.f / ((1.f +
s->nb_prev +
s->nb_next) *
s->block_size *
s->block_size);
294 const int woff = -hoverlap;
295 const int hoff = -hoverlap;
301 buffer_linesize /=
sizeof(
float);
303 for (
int i = 0;
i < rh;
i++) {
304 uint8_t *
src = srcp + src_linesize *
abs(y *
size +
i + hoff) + x *
size * bpp;
307 for (
int j = rw; j <
block; j++) {
308 dst[j].re =
dst[rw - 1].re;
314 dst += data_linesize;
315 dst_out += data_linesize;
320 for (
int j = 0; j <
block; j++) {
321 dst[j].re = ddst[j].
re;
322 dst[j].im = ddst[j].
im;
325 dst += data_linesize;
331 for (
int j = 0; j <
block; j++)
332 dst[j] = ssrc[j * data_linesize +
i];
335 dst += data_linesize;
336 bdst += buffer_linesize;
341 uint8_t *dstp,
int dst_linesize,
342 float *
buffer,
int buffer_linesize,
int plane,
343 int jobnr,
int y,
int x)
346 const int depth =
s->depth;
347 const int bpp = (depth + 7) / 8;
351 const int overlap = p->
o;
352 const int hoverlap = overlap / 2;
364 buffer_linesize /=
sizeof(
float);
368 for (
int j = 0; j <
block; j++)
369 hdst[j * data_linesize +
i] = vdst[j];
371 vdst += data_linesize;
372 bsrc += buffer_linesize;
375 hdst = hdata + hoverlap * data_linesize;
377 uint8_t *
dst = dstp + dst_linesize * (y *
size +
i) + x *
size * bpp;
380 s->export_row(hdst_out + hoverlap,
dst, rw, depth,
s->win[
i + hoverlap] + hoverlap);
382 hdst += data_linesize;
383 hdst_out += data_linesize;
393 const float depthx = (1 << (
s->depth - 8)) * (1 << (
s->depth - 8));
394 const float sigma =
s->sigma * depthx / (3.f *
s->block_size *
s->block_size);
395 const float limit = 1.f -
s->amount;
397 const int method =
s->method;
398 float *cbuff = cbuffer;
399 float *pbuff = pbuffer;
400 float *nbuff = nbuffer;
403 for (
int j = 0; j <
block; j++) {
407 buffer[0].re = pbuff[2 * j ];
408 buffer[0].im = pbuff[2 * j + 1];
410 buffer[1].re = cbuff[2 * j ];
411 buffer[1].im = cbuff[2 * j + 1];
413 buffer[2].re = nbuff[2 * j ];
414 buffer[2].im = nbuff[2 * j + 1];
418 for (
int z = 0; z < 3; z++) {
419 const float re = outbuffer[z].
re;
420 const float im = outbuffer[z].
im;
421 const float power = re * re + im * im;
439 cbuff[2 * j + 0] =
buffer[1].re;
440 cbuff[2 * j + 1] =
buffer[1].im;
443 cbuff += buffer_linesize;
444 pbuff += buffer_linesize;
445 nbuff += buffer_linesize;
455 const float depthx = (1 << (
s->depth - 8)) * (1 << (
s->depth - 8));
456 const float sigma =
s->sigma * depthx / (2.f *
s->block_size *
s->block_size);
457 const float limit = 1.f -
s->amount;
459 const int method =
s->method;
460 float *cbuff = cbuffer;
461 float *pbuff = pbuffer;
464 for (
int j = 0; j <
block; j++) {
468 buffer[0].re = pbuff[2 * j ];
469 buffer[0].im = pbuff[2 * j + 1];
471 buffer[1].re = cbuff[2 * j ];
472 buffer[1].im = cbuff[2 * j + 1];
476 for (
int z = 0; z < 2; z++) {
477 const float re = outbuffer[z].
re;
478 const float im = outbuffer[z].
im;
479 const float power = re * re + im * im;
497 cbuff[2 * j + 0] =
buffer[1].re;
498 cbuff[2 * j + 1] =
buffer[1].im;
501 cbuff += buffer_linesize;
502 pbuff += buffer_linesize;
511 const int method =
s->method;
513 const float depthx = (1 << (
s->depth - 8)) * (1 << (
s->depth - 8));
514 const float sigma =
s->sigma * depthx / (
s->block_size *
s->block_size);
515 const float limit = 1.f -
s->amount;
519 for (
int j = 0; j <
block; j++) {
523 im = buff[j * 2 + 1];
524 power = re * re + im * im;
535 buff[j * 2 + 1] *=
factor;
538 buff += buffer_linesize;
543 int jobnr,
int nb_jobs)
548 for (
int plane = 0; plane <
s->nb_planes; plane++) {
550 const int nox = p->
nox;
551 const int noy = p->
noy;
553 const int slice_end = (noy * (jobnr+1)) / nb_jobs;
555 if (!((1 << plane) &
s->planesf) ||
ctx->is_disabled)
559 for (
int x = 0; x < nox; x++) {
576 if (
s->next &&
s->prev) {
578 }
else if (
s->next) {
580 }
else if (
s->prev) {
604 if (
s->nb_next > 0 &&
s->nb_prev > 0) {
610 if (!
s->prev &&
s->cur) {
617 }
else if (
s->nb_next > 0) {
624 }
else if (
s->nb_prev > 0) {
649 FFMIN(
s->planes[0].noy,
s->nb_threads));
651 for (plane = 0; plane <
s->nb_planes; plane++) {
654 if (!((1 << plane) &
s->planesf) ||
ctx->is_disabled) {
657 s->cur->data[plane],
s->cur->linesize[plane],
663 if (
s->nb_next == 0 &&
s->nb_prev == 0) {
684 if (
s->next &&
s->nb_next > 0)
707 for (
i = 0;
i < 4;
i++) {
710 for (
int j = 0; j <
s->nb_threads; j++) {
721 for (
i = 0;
i <
s->nb_threads;
i++) {
758 .priv_class = &fftdnoiz_class,
static void filter_block2d(FFTdnoizContext *s, int plane, int jobnr)
AVFrame * ff_get_video_buffer(AVFilterLink *link, int w, int h)
Request a picture buffer with a specific set of permissions.
#define AV_PIX_FMT_YUVA422P16
static int denoise(AVFilterContext *ctx, void *arg, int jobnr, int nb_jobs)
#define AV_PIX_FMT_GBRAP16
void(* import_row)(AVComplexFloat *dst, uint8_t *src, int rw, float scale, float *win, int off)
AVPixelFormat
Pixel format.
Filter the word “frame” indicates either a video frame or a group of audio as stored in an AVFrame structure Format for each input and each output the list of supported formats For video that means pixel format For audio that means channel sample they are references to shared objects When the negotiation mechanism computes the intersection of the formats supported at each end of a all references to both lists are replaced with a reference to the intersection And when a single format is eventually chosen for a link amongst the remaining all references to the list are updated That means that if a filter requires that its input and output have the same format amongst a supported all it has to do is use a reference to the same list of formats query_formats can leave some formats unset and return AVERROR(EAGAIN) to cause the negotiation mechanism toagain later. That can be used by filters with complex requirements to use the format negotiated on one link to set the formats supported on another. Frame references ownership and permissions
static int request_frame(AVFilterLink *outlink)
#define FILTER_PIXFMTS_ARRAY(array)
void(* export_row)(AVComplexFloat *src, uint8_t *dst, int rw, int depth, float *win)
int ff_filter_frame(AVFilterLink *link, AVFrame *frame)
Send a frame of data to the next filter.
const AVPixFmtDescriptor * av_pix_fmt_desc_get(enum AVPixelFormat pix_fmt)
#define AVERROR_EOF
End of file.
float * buffer[MAX_THREADS][BSIZE]
The exact code depends on how similar the blocks are and how related they are to the and needs to apply these operations to the correct inlink or outlink if there are several Macros are available to factor that when no extra processing is inlink
static void import_row16(AVComplexFloat *dst, uint8_t *srcp, int rw, float scale, float *win, int off)
void av_frame_free(AVFrame **frame)
Free the frame and any dynamically allocated objects in it, e.g.
#define AV_PIX_FMT_YUVA422P9
#define FILTER_INPUTS(array)
This structure describes decoded (raw) audio or video data.
static av_always_inline av_const unsigned av_clip_uintp2_c(int a, int p)
Clip a signed integer to an unsigned power of two range.
#define AV_PIX_FMT_YUVA420P16
#define AV_PIX_FMT_YUVA420P10
static const AVFilterPad fftdnoiz_outputs[]
AVTXContext * ifft[MAX_THREADS]
#define AV_PIX_FMT_YUV420P10
int ff_request_frame(AVFilterLink *link)
Request an input frame from the filter at the other end of the link.
#define WIN_FUNC_OPTION(win_func_opt_name, win_func_offset, flag, default_window_func)
@ AV_PIX_FMT_YUV440P
planar YUV 4:4:0 (1 Cr & Cb sample per 1x2 Y samples)
const char * name
Filter name.
A link between two filters.
#define AV_PIX_FMT_YUVA422P10
av_cold int av_tx_init(AVTXContext **ctx, av_tx_fn *tx, enum AVTXType type, int inv, int len, const void *scale, uint64_t flags)
Initialize a transform context with the given configuration (i)MDCTs with an odd length are currently...
void av_image_copy_plane(uint8_t *dst, int dst_linesize, const uint8_t *src, int src_linesize, int bytewidth, int height)
Copy image plane from src to dst.
static float win(SuperEqualizerContext *s, float n, int N)
int av_pix_fmt_count_planes(enum AVPixelFormat pix_fmt)
#define AV_PIX_FMT_YUVA420P9
static SDL_Window * window
#define AV_PIX_FMT_GBRP14
static int slice_end(AVCodecContext *avctx, AVFrame *pict, int *got_output)
Handle slice ends.
@ AV_PIX_FMT_GBRAP
planar GBRA 4:4:4:4 32bpp
#define AV_PIX_FMT_GBRP10
#define AV_PIX_FMT_YUVA444P16
#define AV_PIX_FMT_YUV422P9
static void import_block(FFTdnoizContext *s, uint8_t *srcp, int src_linesize, float *buffer, int buffer_linesize, int plane, int jobnr, int y, int x)
#define AV_PIX_FMT_GRAY16
A filter pad used for either input or output.
#define AV_PIX_FMT_YUV444P10
@ AV_PIX_FMT_YUVJ411P
planar YUV 4:1:1, 12bpp, (1 Cr & Cb sample per 4x1 Y samples) full scale (JPEG), deprecated in favor ...
AVComplexFloat * vdata[MAX_THREADS]
#define AV_PIX_FMT_YUV422P16
void(* av_tx_fn)(AVTXContext *s, void *out, void *in, ptrdiff_t stride)
Function pointer to a function to perform the transform.
@ AV_PIX_FMT_YUVJ422P
planar YUV 4:2:2, 16bpp, full scale (JPEG), deprecated in favor of AV_PIX_FMT_YUV422P and setting col...
#define AV_PIX_FMT_GBRAP10
#define AV_PIX_FMT_GBRAP12
@ AV_PIX_FMT_YUVA420P
planar YUV 4:2:0, 20bpp, (1 Cr & Cb sample per 2x2 Y & A samples)
#define AV_PIX_FMT_YUV444P16
#define AV_CEIL_RSHIFT(a, b)
@ AV_TX_FLOAT_FFT
Standard complex to complex FFT with sample data type of AVComplexFloat, AVComplexDouble or AVComplex...
#define AV_PIX_FMT_YUVA444P12
#define AV_PIX_FMT_YUV420P9
#define AV_LOG_DEBUG
Stuff which is only useful for libav* developers.
float win[MAX_BLOCK][MAX_BLOCK]
#define AV_PIX_FMT_YUV420P16
#define AV_PIX_FMT_GRAY14
AVFrame * av_frame_clone(const AVFrame *src)
Create a new frame that references the same data as src.
static enum AVPixelFormat pix_fmts[]
@ AV_PIX_FMT_YUV420P
planar YUV 4:2:0, 12bpp, (1 Cr & Cb sample per 2x2 Y samples)
#define FILTER_OUTPUTS(array)
@ AV_PIX_FMT_YUVJ444P
planar YUV 4:4:4, 24bpp, full scale (JPEG), deprecated in favor of AV_PIX_FMT_YUV444P and setting col...
#define AV_PIX_FMT_GRAY10
AVComplexFloat * hdata[MAX_THREADS]
#define AV_PIX_FMT_GBRP16
Describe the class of an AVClass context structure.
int av_frame_copy_props(AVFrame *dst, const AVFrame *src)
Copy only "metadata" fields from src to dst.
AVTXContext * fft_r[MAX_THREADS]
@ AV_PIX_FMT_YUVJ420P
planar YUV 4:2:0, 12bpp, full scale (JPEG), deprecated in favor of AV_PIX_FMT_YUV420P and setting col...
#define AV_PIX_FMT_YUV440P10
static void generate_window_func(float *lut, int N, int win_func, float *overlap)
#define AV_PIX_FMT_YUV422P10
@ AV_PIX_FMT_GRAY8
Y , 8bpp.
static int config_input(AVFilterLink *inlink)
static void filter_block3d2(FFTdnoizContext *s, int plane, float *pbuffer, float *nbuffer, int jobnr)
#define NULL_IF_CONFIG_SMALL(x)
Return NULL if CONFIG_SMALL is true, otherwise the argument without modification.
uint8_t ptrdiff_t const uint8_t ptrdiff_t int intptr_t intptr_t int int16_t * dst
float fmaxf(float, float)
#define AV_PIX_FMT_YUV422P12
#define AV_PIX_FMT_YUV444P12
int av_frame_is_writable(AVFrame *frame)
Check if the frame data is writable.
AVFilterContext * src
source filter
int ff_filter_process_command(AVFilterContext *ctx, const char *cmd, const char *arg, char *res, int res_len, int flags)
Generic processing of user supplied commands that are set in the same way as the filter options.
@ AV_PIX_FMT_YUVA444P
planar YUV 4:4:4 32bpp, (1 Cr & Cb sample per 1x1 Y & A samples)
#define AV_PIX_FMT_YUVA444P10
av_cold void av_tx_uninit(AVTXContext **ctx)
Frees a context and sets *ctx to NULL, does nothing when *ctx == NULL.
static void filter_block3d1(FFTdnoizContext *s, int plane, float *pbuffer, int jobnr)
@ AV_OPT_TYPE_FLOAT
Underlying C type is float.
AVComplexFloat * vdata_out[MAX_THREADS]
#define i(width, name, range_min, range_max)
int w
agreed upon image width
#define AV_PIX_FMT_GBRP12
int ff_filter_get_nb_threads(AVFilterContext *ctx)
Get number of threads for current filter instance.
Used for passing data between threads.
@ AV_PIX_FMT_YUVJ440P
planar YUV 4:4:0 full scale (JPEG), deprecated in favor of AV_PIX_FMT_YUV440P and setting color_range
const char * name
Pad name.
void * av_calloc(size_t nmemb, size_t size)
#define AV_PIX_FMT_YUV444P9
static double limit(double x)
static int slice_start(SliceContext *sc, VVCContext *s, VVCFrameContext *fc, const CodedBitstreamUnit *unit, const int is_first_slice)
static av_cold void uninit(AVFilterContext *ctx)
static void export_block(FFTdnoizContext *s, uint8_t *dstp, int dst_linesize, float *buffer, int buffer_linesize, int plane, int jobnr, int y, int x)
AVTXContext * ifft_r[MAX_THREADS]
#define AV_PIX_FMT_YUVA444P9
static const AVFilterPad fftdnoiz_inputs[]
#define AV_PIX_FMT_YUV420P12
#define AV_PIX_FMT_YUV422P14
AVComplexFloat * hdata_out[MAX_THREADS]
static float power(float r, float g, float b, float max)
const AVFilter ff_vf_fftdnoiz
int h
agreed upon image height
int ff_filter_execute(AVFilterContext *ctx, avfilter_action_func *func, void *arg, int *ret, int nb_jobs)
the frame and frame reference mechanism is intended to as much as expensive copies of that data while still allowing the filters to produce correct results The data is stored in buffers represented by AVFrame structures Several references can point to the same frame buffer
#define AV_PIX_FMT_YUVA422P12
@ AV_OPT_TYPE_INT
Underlying C type is int.
static void export_row16(AVComplexFloat *src, uint8_t *dstp, int rw, int depth, float *win)
@ AV_PIX_FMT_YUV444P
planar YUV 4:4:4, 24bpp, (1 Cr & Cb sample per 1x1 Y samples)
static const int factor[16]
@ AV_PIX_FMT_GBRP
planar GBR 4:4:4 24bpp
#define AVFILTER_FLAG_SLICE_THREADS
The filter supports multithreading by splitting frames into multiple parts and processing them concur...
@ AV_PIX_FMT_YUV422P
planar YUV 4:2:2, 16bpp, (1 Cr & Cb sample per 2x1 Y samples)
static void import_row8(AVComplexFloat *dst, uint8_t *src, int rw, float scale, float *win, int off)
Descriptor that unambiguously describes how the bits of a pixel are stored in the up to 4 data planes...
AVTXContext * fft[MAX_THREADS]
static int filter_frame(AVFilterLink *inlink, AVFrame *in)
static void scale(int *out, const int *in, const int w, const int h, const int shift)
@ AV_PIX_FMT_YUV411P
planar YUV 4:1:1, 12bpp, (1 Cr & Cb sample per 4x1 Y samples)
#define AVFILTER_FLAG_SUPPORT_TIMELINE_INTERNAL
Same as AVFILTER_FLAG_SUPPORT_TIMELINE_GENERIC, except that the filter will have its filter_frame() c...
@ AV_PIX_FMT_YUV410P
planar YUV 4:1:0, 9bpp, (1 Cr & Cb sample per 4x4 Y samples)
The exact code depends on how similar the blocks are and how related they are to the block
static void export_row8(AVComplexFloat *src, uint8_t *dst, int rw, int depth, float *win)
#define AV_PIX_FMT_YUV440P12
#define AV_PIX_FMT_YUV444P14
AVFILTER_DEFINE_CLASS(fftdnoiz)
static const AVOption fftdnoiz_options[]
#define AV_PIX_FMT_GRAY12
@ AV_OPT_TYPE_CONST
Special option type for declaring named constants.
@ AV_PIX_FMT_YUVA422P
planar YUV 4:2:2 24bpp, (1 Cr & Cb sample per 2x1 Y & A samples)
#define AV_PIX_FMT_YUV420P14